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data augmentation

3,121 papers

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DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

CLEX: Complementary Label Exchange Learning for Noisy Facial Expression Recognition CVPR 2026 CommonForms: A Large, Diverse Dataset for Form Field Detection WACV 2026 Compositional Attribute Imbalance in Vision Datasets AAAI 2026 Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification CVPR 2026 ConvMix: A Mixed-Criteria Data Augmentation Framework for Conversational Dense Retrieval AAAI 2026 COPE: Consistent Occlusion and Prompt Enhancement Network for Occluded Person Re-identification CVPR 2026 Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation CVPR 2026 CVA: Context-aware Video-text Alignment for Video Temporal Grounding CVPR 2026 Data Augmentation: A Fourier Analysis Perspective COLT 2026 Data Augmentation Based on Selective Masking of Language Models for One Health Context EACL 2026 DEALT: LLM-driven Diversity-Enhanced Data Augmentation for Long-Tail Text Classification AAAI 2026 De-collapsing User Intent: Adaptive Diffusion Augmentation with Mixture-of-Experts for Sequential Recommendation AAAI 2026 Denoising Mixup for Regression AAAI 2026 Difficulty-Controllable Cloze Question Distractor Generation ACL 2026 Difficulty Controlled Diffusion Model for Synthesizing Effective Training Data AAAI 2026 Diffusion-Based Native Adversarial Synthesis for Enhanced Medical Segmentation Generalization CVPR 2026 DiRe: Diversity-promoting Regularization for Dataset Condensation WACV 2026 DrivePTS: A Progressive Learning Framework with Textual and Structural Enhancement for Driving Scene Generation CVPR 2026 Dual-Level Hypergraph Generation for Addressing Feature Scarcity in Whole-Slide Image Classification CVPR 2026 DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition ACL 2026 Duluth at SemEval-2026 Task 6: DeBERTa with LLM-Augmented Data for Unmasking Political Question Evasions SemEval 2026 Enhancing Automatic Speech Recognition Models for Maternal and Reproductive Health: Fine-Tuning and Real-World Evaluation in Wolof EACL 2026 Enhancing Job Evaluation with Data Augmentation and Text Classification ACL 2026 Enhancing Object Detection Training via Joint Image-Annotation Generation WACV 2026 Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation ACL 2026